Bibliographic record
Abstract
Dr. Patricia Carter Sluby (Fig. 5.1) is a primary patent examiner retired from the US Patent and Trademark Office and formerly a registered patent agent. She is also the author of three books about African American inventors and their patented inventions. Patricia’s father is William A. Carter Jr., and her mother is Thelma LaRoche Carter. Her father was the first black licensed master plumber in Richmond, VA, and his father also had the same distinction in Columbus, OH, years earlier. Her father was born in Philadelphia, PA, and attended college. Her grandfather went from Virginia to look for work in Canada and became a stonemason. Later he relocated back to the United States, where he soon married in Boston, MA, and several of his children were born there. Later, the family moved to Philadelphia where Patricia’s father was born. Her mother, who attended Hampton Institute, taught school and later managed the office for Patricia’s father’s business. Patricia’s mother was born and raised in Richmond, as were most of her maternal relatives. Patricia had three brothers. They were all born during segregation in Richmond, the former capital of the Confederacy. Patricia was born on February 15, in Richmond. She attended kindergarten through eighth grade in segregated schools that were within walking distance of home. In school, they studied from hand-me-down books, but her black teachers were well trained and well informed. They had bachelor’s degrees; some had master’s or even PhD degrees. To go to high school, Patricia took a city bus across to the east side of town, to the newly built school for black students, which incorporated eighth grade through twelfth grade. Her teachers were excellent instructors who lived in her neighborhood and knew her parents quite well. The teachers looked out for the neighborhood kids and acted as surrogate parents outside the confines of the home. Teachers and principals were also great mentors, dedicated to their craft; they encouraged students to understand the world and function as responsible adults. Patricia excelled in science and math.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".